Annoye, H., Beretta, A., & Heuchenne, C. (July 2024). Statistical matching using kernel canonical correlation analysis and super-organizing map. Expert Systems with Applications, 246, 123134. doi:10.1016/j.eswa.2023.123134 |
Nguyen, T. T. V., Heuchenne, C., & Tran, K. P. (21 June 2023). Poster "Anomaly Detection for IoT multivariate time series data with statistical and machine learning techniques" [Paper presentation]. Regional Day for Doctoral Students in Automation 2023, Roubaix, France. |
Nguyen, T. T. V., Heuchenne, C., & Tran, K. P. (2022). Anomaly Detection for Compositional Data using VSI MEWMA control chart. IFAC-PapersOnLine. doi:10.1016/j.ifacol.2022.09.608 |
Tran, P. H., Heuchenne, C., & Thomassey, S. (2022). Enhanced CUSUM control charts for monitoring Coefficient of Variation: A case study in Textile industry. IFAC-PapersOnLine. doi:10.1016/j.ifacol.2022.09.552 |
Tran, P. H., & Heuchenne, C. (2021). Monitoring the Coefficient of Variation using Variable Sampling Interval CUSUM control charts. Journal of Statistical Computation and Simulation, 91 (3), 501-521. doi:10.1080/00949655.2020.1819278 |
Saghir, A., Aslam, M., Faraz, A., Ahmad, L., & Heuchenne, C. (2020). Monitoring process variation using modified EWMA. Quality and Reliability Engineering International, 36 (1), 328-339. doi:10.1002/qre.2576 |
Faraz, A., Heuchenne, C., & Saniga, E. (2018). An exact method for designing Shewhart and S2 control charts to guarantee in-control performance. International Journal of Production Research, 56, 2570-2584. doi:10.1080/00207543.2017.1384580 |
Faraz, A., Heuchenne, C., & Saniga, E. (2017). The np Chart with Guaranteed In-control Average Run Lengths. Quality and Reliability Engineering International, 33 (5), 1057-1066. doi:10.1002/qre.2091 |
Hambuckers, J., & Heuchenne, C. (2017). A robust statistical approach to select adequate error distributions for financial returns. Journal of Applied Statistics, 44 (1), 137-161. doi:10.1080/02664763.2016.1165803 |
Heuchenne, C., & Laurent, G. (2017). Parametric conditional variance estimation in location- scale models with censored data. Electronic Journal of Statistics, 11, 148-176. doi:10.1214/16-EJS1139 |
Hambuckers, J., & Heuchenne, C. (July 2016). Estimating the out-of-sample predictive ability of trading rules: a robust bootstrap approach. Journal of Forecasting, 35 (4), 347-372. doi:10.1002/for.2380 |
Seif, A., Faraz, A., Heuchenne, C., & Saniga, E. (2016). A Statistically adaptive sampling policy to the Hotelling's T2 Control Chart: Markov Chain Approach. Communications in Statistics: Theory and Methods. doi:10.1080/03610926.2014.911910 |
Faraz, A., Heuchenne, C., & Seif, A. (04 June 2014). The application of the NSGA-II optimization method in designing control charts [Paper presentation]. International Conference on engineering and Applied Sciences optimization, Kos, Greece. |
Hambuckers, J., & Heuchenne, C. (2014). A new methodological approach for error distributions selection in Finance. (Submitted version 30/04/2014). ORBi-University of Liège. https://orbi.uliege.be/handle/2268/168735. |
Heuchenne, C., Laurent, S., Legrand, C., & Van Keilegom, I. (2014). Likelihood based inference for semi-competing risks. Communications in Statistics: Simulation and Computation, 43 (5), 1112-1132. doi:10.1080/03610918.2012.725495 |
Heuchenne, C. (March 2012). Some Applications of Mathematical Statistics in Management [Paper presentation]. Some Applications of Mathematical Statistics in Management, Shanghai, China. |
Heuchenne, C., & Dette, H. (2012). Scale checks in censored regression. Scandinavian Journal of Statistics, 39, 323-339. doi:10.1111/j.1467-9469.2011.00788.x |
Heuchenne, C., & Pardo Fernandez, J.-C. (2012). Testing for one-sided alternatives in nonparametric censored regression. TEST, 21 (3), 498-518. doi:10.1007/s11749-011-0260-4 |
Heuchenne, C., & Van Keilegom, I. (2012). Estimation of a general parametric location in censored regression. In Exploring research frontiers in contemporary statistics and econometrics - A Festschrift for Léopold Simar (pp. 177-188). Berlin, Heidelberg, Germany: Springer-Verlag. doi:10.1007/978-3-7908-2349-3_2 |
Heuchenne, C., Samb, R., & Van Keilegom, I. (15 November 2011). Estimation of the Error Distribution in a Semiparametric Transformation Model. |
Heuchenne, C., & Pardo Fernandez, J. C. (09 November 2011). Testing for one-sided alternatives in nonparametric censored regression. |
Heuchenne, C., & Laurent, G. (2011). Nonparametric regression with parametric selection bias. In Proceedings of the 14th Conference of the ASMDA International Society (ASMDA2011). |
Heuchenne, C., & Pardo Fernandez, J. C. (08 February 2011). Testing for one-sided alternatives in nonparametric censored regression. |
Faraz, A., Heuchenne, C., & Saniga, E. (2010). A Meta Model to Optimal Design the VSI T2 Chart. https://orbi.uliege.be/handle/2268/70713 |
Heuchenne, C. (2010). Conditional variance estimation in censored regression models. https://orbi.uliege.be/handle/2268/59607 |
Heuchenne, C., & Laurent, G. (2010). Computational treatment of the error distribution in nonparametric regression with right-censored and selection-biased data. In Proceedings of the 19th International Conference on Computational Statistics. doi:10.1007/978-3-7908-2604-3_51 |
Heuchenne, C., & Van Keilegom, I. (2010). Goodness-of-fit tests for the error distribution in nonparametric regression. Computational Statistics and Data Analysis, 54, 1942-1951. doi:10.1016/j.csda.2010.02.010 |
Heuchenne, C., & Van Keilegom, I. (2010). Estimation in nonparametric location-scale regression models with censored data. Annals of the Institute of Statistical Mathematics, 62, 439-463. doi:10.1007/s10463-009-0219-3 |
Heuchenne, C., & Van Keilegom, I. (2009). Semiparametric inference in general heteroscedastic regression models. In Proceedings of the Sixth Petersburg Workshop on Simulations (pp. 271-276). |
González Manteiga, W., Heuchenne, C., & Sánchez Sellero, C. (2008). Goodness-of-fit tests for censored regression based on artificial data points. https://orbi.uliege.be/handle/2268/59610 |
Heuchenne, C. (2008). Strong uniform consistency results of the weighted average of conditional artificial data points. Journal of Statistical Planning and Inference, 138 (5), 1496-1515. doi:10.1016/j.jspi.2007.06.025 |
Heuchenne, C., & Van Keilegom, I. (2007). Polynomial regression with censored data based on preliminary nonparametric estimation. Annals of the Institute of Statistical Mathematics, 59 (2), 273-297. doi:10.1007/s10463-006-0066-4 |
Heuchenne, C., & Van Keilegom, I. (2007). Nonlinear regression with censored data. Technometrics, 49 (1), 34-44. doi:10.1198/004017006000000417 |
Heuchenne, C., & Van Keilegom, I. (2007). Location estimation in nonparametric regression with censored data. Journal of Multivariate Analysis, 98 (8), 1558-1582. doi:10.1016/j.jmva.2007.03.008 |